AI-augmented blogging and notes collected and curated over the years for personal and professional use.
Functional programming languages and object-oriented programming languages represent two fundamentally different approaches to software development, each with its unique philosophy and application domains. As we delve deeper into these paradigms, it'...
Tone Color Information in Text-to-Speech (TTS) systems refers to the nuances in voice quality that convey emotions, intonations, and other paralinguistic features beyond the basic text content. It's an aspect of speech synthesis that aims to make syn...
Understanding each dimension in a high-dimensional embedding can be challenging, especially from a human perspective. Here’s why: High Dimensionality: Embeddings often have a large number of dimensions (e.g., 50, 100, 300, or more). Each dimension d...
In machine learning, particularly in natural language processing (NLP), tokenizers and embeddings serve different but complementary purposes: Tokenizer Function: A tokenizer is responsible for breaking down (or “tokenizing”) text into smaller parts, ...
The cosine function is widely used in various fields, especially in machine learning, to measure the similarity or distance between tensors (or vectors). This measure is known as the cosine similarity. Here's how it works and why it's useful: Underst...
Orthogonality in software architecture is a concept borrowed from mathematics, specifically from geometry, where orthogonal means "at right angles." In the context of software, it refers to the idea of designing components or systems in a way that th...
Useful and forgetful AWS CLI commands.
Reading is still essential today with the wide availability of video tutorials and blog posts. Even though it might seem that the technologies are frequently changing, the underlying fundamentals are still the same. Books are written by the best engi...
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